IKunCode · GPT 6 AstraAuthenticity, speed and price analysis

ModelCodex-ProData security level 018 samples

Comparison summary

GPT 6 Astra on IKunCode: availability over the last 24 hours is 100.0%, ranking 3 of 10 relays with data (median 100.0%); time to first token is 3.49 s, ranking 3 of 10 (median 6.04 s); a coding session costs ¥15.4, ranking 9 of 10 (median ¥6.60).

IKunCode至今稳定运营1年以上,为广大用户提供了优质的一站式AI服务,包括Claude、GPT、Gemini、优秀的国产模型等。

Authenticity

Model consistency

Output distribution for the same requests on this relay and on the official API · higher is better

Probe agreement82%
Answers23 / 28
Model fingerprintGPT 6.1 Sol
ClientAPI (Chat Completions)
Share of identity-probe answers that match the same model on the reference route. It only shows how routes differ from one another. Measured 2026-11-10 21:11 UTC. See all routes
ⓘ Method: see the blog post “Did the model really get dumber?” Read

Speed

Measured by time to first token (seconds) and output speed (tokens / second)

Time to first token

Seconds until the first token · lower is better

10 relays
ⓘ Output speed: not yet available from the live API; shown once connected

Price

Cost per coding session

GPT 6 Astra · 2M input and 40k output tokens (¥) · split by token type · lower is better

10 relays
OutputInput
ⓘ USD prices are converted at 1 USD = 6.7698 CNY

Prices: cache hit, input and output

¥ / 1M tokens

Cache hitInputOutput
¥0¥20¥40¥60¥80¥100¥120¥140¥160¥180¥200¥220¥240¥260¥280¥300¥320¥340¥360¥380¥400A6apiModelflareYisamaAPICheapRouterFuel Api境Aiaruhub APIZashmodel¥35.0IKunCodeAionRouter

Cache

Coding requests repeat much of their context, so the cache hit rate largely decides what you actually pay. Drag the hit rate and the costs and ranking below are reweighted with cache prices.

Cache discount
90%
Cache hit ¥0.7 · input ¥7 (per 1M tokens)
Measured hit rate
Pending
Measured by replaying multi-turn sessions: cached-read tokens in usage as a share of all input
Session cost at 80% hit rate
¥5.32
¥15.4 without cache, 65% saved

Cache-weighted session cost

GPT 6 Astra · of 2M input tokens, the hit share is billed at the cache price and the rest at the input price, plus 40k output (¥) · lower is better

Rank 9 / 10
80%Coding agents typically see 70%–90%
Cached inputUncached inputOutput
ⓘ Routes without a cache price are billed at the input price; cache write fees are not included

Stability

Status of each model, last 24 hours

One cell per hour · green ok, yellow delayed, red failed

ModelGroupAvailabilityLast 24 hoursFirst tokenSamples
DeepSeek V4.1 Flashdeepseek-cheap100.0%3.95 s18
GPT 6 AstraCodex-Pro100.0%3.49 s18
Grok 4.7grok-heavy-test100.0%4.88 s18
Claude Sonnet 5cc-kiro100.0%2.88 s18
Grok 4.5grok-heavy-test100.0%4.78 s18
Grok 4.6grok-heavy-test100.0%4.13 s18
Claude Opus 5cc-kiro94.4%6.04 s18
Claude Opus 5.5cc-kiro83.3%12.04 s18
GPT 6.1 SolCodex—None yet——
DeepSeek V4 Prodeepseek-cheap—None yet——
Claude Opus 4.8cc-kiro—None yet——
Claude Opus 4.6cc-kiro—None yet——
Claude Sonnet 4.6cc-kiro—None yet——
Claude Opus 4.7cc-kiro—None yet——

Service details

Minimum top-up5 CNY
Sign-up bonus0
Support response开票请提前联系客服
Payment methodsAlipay, WeChat Pay
China invoiceSupported
International invoiceNot verified
RefundsSupported
Promotions充值满500有专属倍率优惠

Strengths

  • 有完善的售后群,客服响应快

Limitations

  • 扩展更多的定价分组

FAQ

How much does GPT 6 Astra cost on IKunCode?

Input ¥7 and output ¥35 per 1M tokens; at 2M input and 40k output tokens, a coding session costs about ¥15.4, an API rate of 0.10.

How does the cache hit rate affect price?

On IKunCode, the cache-hit price is 10% of the input price. At an 80% hit rate a coding session costs about ¥5.32, versus about ¥15.4 without cache.Measured hit rates will replace this assumption once available.

Which models does IKunCode support?

Folkbench currently lists 14: GPT 6 Astra, GPT 6.1 Sol, Claude Opus 5.5, DeepSeek V4.1 Flash, Grok 4.7, Claude Sonnet 5, Claude Opus 5, DeepSeek V4 Pro, Grok 4.6, Grok 4.5, Claude Opus 4.8, Claude Opus 4.6, Claude Sonnet 4.6, Claude Opus 4.7.

What does the data security level mean?

Folkbench rates relays from 0 to 4 based on public policies and verifiable evidence; IKunCode is currently level 0. The check covers leaks in responses and error messages only, and does not prove data retention or training policies.

How often is this data updated?

Availability and time to first token use a 24-hour window, and this page syncs live data every 15 minutes.